Shell
Fossil Fuels · Oil & Gas

Shell tech stack

Shell builds mostly with SQL, Python, JavaScript, Java. Its stack also includes Azure, Power BI, GSAP, Oracle. SQL is named in 39 of the 115 job postings Shell published in the last 12 months (34%). Counted by Alion from the job postings of Shell, updated Nov 10, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 10, 2026
Technologies in use
139
Postings analysed
115
Open now
28
Modernity
76 /100

What programming languages does Shell use?

SQL is named in 34% of job postings at Shell, followed by Python (33%), JavaScript (10%), Java (6%).

SQL 39 34% required in 87% · 9 open now · since Jul 2026
Python 38 33% required in 82% · 6 open now · since Jul 2026
JavaScript 12 10% required in 17% · 2 open now · since Aug 2026
Java 7 6% required in 86% · 1 open now · since Aug 2026
C# 5 4% required in 60% · since Aug 2026
ABAP 4 3% optional · since Aug 2026
Scala 3 3% required in 100% · 2 open now · since Sep 2026
Kotlin 3 3% required in 67% · since Aug 2026
Show all (13)
PowerShell2
Node JS2
Go1
MATLAB1
TypeScript1

What frameworks and libraries does Shell use?

GSAP is named in 8% of job postings at Shell, followed by Glide (3%), NumPy (3%), Scikit-learn (3%).

GSAP 9 8% required in 89% · since Sep 2026
Glide 3 3% required in 100% · since Aug 2026
NumPy 3 3% required in 100% · 1 open now · since Aug 2026
Scikit-learn 3 3% required in 100% · 1 open now · since Aug 2026
React.js 3 3% required in 33% · 2 open now · since Aug 2026
Pandas 2 2% required in 100% · 1 open now · since Aug 2026
Plotly 2 2% required in 100% · since Oct 2026
SciPy 2 2% required in 100% · 1 open now · since Aug 2026
Show all (24)
Angular1
AutoGen1
Cohere SDK1
FAISS1
Flask1
LangGraph1
LlamaIndex1
Metal1
Next.js1
Statsmodels1
TensorFlow1
Vue.js1
XGBoost1
Flink1
Hypothesis1
LangChain1

What databases does Shell use?

Oracle is named in 5% of job postings at Shell, followed by SAP HANA (4%), Azure Cosmos DB (3%), Snowflake (2%).

Oracle 6 5% required in 50% · 1 open now · since Aug 2026
SAP HANA 5 4% required in 60% · 2 open now · since Aug 2026
Azure Cosmos DB 4 3% required in 50% · 2 open now · since Aug 2026
Snowflake 2 2% required in 100% · since Sep 2026
Azure SQL Database 2 2% optional · 2 open now · since Aug 2026
InfluxDB 1 1% required in 100% · since Sep 2026
KDB+ 1 1% required in 100% · since Sep 2026
Neo4j 1 1% required in 100% · since Sep 2026
Show all (12)
Pinecone1
QuestDB1
SAP BW1
Weaviate1

What cloud and platforms does Shell use?

Azure is named in 27% of job postings at Shell, followed by Power BI (23%), Databricks (15%), AWS (10%).

Azure 31 27% required in 84% · 7 open now · since Jul 2026
Power BI 26 23% required in 85% · 6 open now · since Aug 2026
Databricks 17 15% required in 94% · 2 open now · since Jul 2026
AWS 11 10% required in 73% · 5 open now · since Jul 2026
Azure DevOps 9 8% required in 78% · 3 open now · since Aug 2026
Apache Kafka 8 7% required in 75% · 3 open now · since Aug 2026
Spark 8 7% required in 50% · 2 open now · since Aug 2026
GitHub 7 6% required in 71% · 4 open now · since Jul 2026
Show all (32)
Kubernetes5
Copilot Studio4
.NET3
Dynatrace3
GCP3
OpenAI3
SAP BTP3
Tableau3
Braze2
QlikSense2
MLFlow2
Active Directory2
Azure AKS2
Microsoft Fabric2
ActiveMQ1
Airflow1
Anthropic1
Datadog1
Grafana1
PagerDuty1
SAP Fiori1
Splunk1
UserTesting1
Windows1

What developer tools does Shell use?

Microsoft Excel is named in 23% of job postings at Shell, followed by Azure Data Factory (6%), Copilot (5%), Git (5%).

Microsoft Excel 27 23% required in 85% · 9 open now · since Jul 2026
Azure Data Factory 7 6% required in 57% · 3 open now · since Aug 2026
Copilot 6 5% required in 100% · 1 open now · since Sep 2026
Git 6 5% required in 50% · 3 open now · since Jul 2026
Terraform 5 4% required in 60% · 3 open now · since Aug 2026
pySpark 4 3% required in 100% · 1 open now · since Aug 2026
Alteryx 3 3% required in 100% · 1 open now · since Sep 2026
Prometheus 3 3% required in 100% · since Sep 2026
Show all (20)
Docker3
AutoCAD2
Informatica2
Rest API2
Ansible2
AgentOps1
Bicep1
Dependabot1
Graylog1
Semantic Kernel1
ETAP1
Jaeger1

What AI and ML technologies does Shell use?

LLM is named in 3% of job postings at Shell, followed by Mistral (1%).

LLM 4 3% required in 100% · since Sep 2026
Mistral 1 1% required in 100% · since Sep 2026

Which engineering practices does Shell ask for?

Machine Learning is named in 15% of job postings at Shell, followed by CI/CD (11%), AI Agents (9%), Digital Twin (7%).

Machine Learning 17 15% required in 94% · 3 open now · since Jul 2026
CI/CD 13 11% required in 85% · 5 open now · since Jul 2026
AI Agents 10 9% required in 100% · since Jul 2026
Digital Twin 8 7% required in 100% · 2 open now · since Jul 2026
Time Series 8 7% required in 50% · 3 open now · since Jul 2026
Incident Management 6 5% required in 83% · 1 open now · since Sep 2026
RAG 5 4% required in 100% · 1 open now · since Jul 2026
Anomaly Detection 3 3% required in 100% · 1 open now · since Aug 2026
Show all (36)
ETL/ELT3
Embeddings3
Master Data Management3
Prompt Engineering3
A/B Testing2
AIOps2
CAPA2
NLP2
Self-Healing2
Interpretability2
Chromatography1
Computer Vision1
Design Controls1
Explainable AI1
FinOps1
Fine-tuning1
GLP1
Hallucination1
Human-in-the-Loop1
Knowledge Graph1
LLM Guardrails1
Mass Spectrometry1
Multi-Agent Systems1
Reinforcement Learning1
SRE1
Semantic Search1
Statistical Process Control1
FMEA1

What does each Shell team work with?

The technologies each team's postings require most often, with the number of postings that require them.

Industrial Engineering

16 postings
GSAP3
Microsoft Excel3
Power BI3
AutoCAD2

Field & Service

14 postings
GSAP4
Microsoft Excel2
Power BI2
Prometheus2
SQL2

Analytics

14 postings
Python8
Power BI4
SQL4
Copilot3
Microsoft Excel2

Operations

10 postings
Microsoft Excel3
Power BI3
AWS2
Alteryx2
Apache Kafka2
Azure2

Finance

10 postings
Microsoft Excel6
Python4
SQL4
Power BI3

Data Science

9 postings
SQL7
Azure6
Python6
Databricks5
GitHub5
AWS3

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How does your stack fit Shell?

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How much does Shell pay by technology?

Median stated pay of the postings that name each technology, against the median of all Shell postings with stated pay: $155k across 21 postings.

TechnologyPostings with payMedianvs company median
Python6$171k+10%
SQL6$155k0%

How is the Shell stack changing?

Read from the dates of the postings themselves: a technology is new when the first posting that names it appeared in the last six months, rising or falling when its share of postings moved between the last two quarters.

Rising
Power BI0% → 26%
Microsoft Excel7% → 26%
GSAP0% → 9%
Copilot0% → 6%
Incident Management0% → 6%
Copilot Studio0% → 4%
LLM0% → 4%
pySpark0% → 4%
Falling
Machine Learning53% → 9%
Python67% → 28%
Azure53% → 23%
AWS33% → 6%
CI/CD33% → 8%
Time Series27% → 4%
Kubernetes20% → 2%
GitHub20% → 4%

How modern is the Shell stack?

Cutting-edge AI adopter 76/100

Shell scores 76 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 2; legacy ones: 0.

How common is the Shell stack in its industry?

Share of the 762 companies in the same industries, whose stack Alion knows, that use each technology.

SQL39%
Python37%
Azure26%
Power BI34%
Databricks11%
JavaScript21%
AWS21%
Azure DevOps10%
GSAP0%
Apache Kafka6%

What sets Shell apart

GSAP0%
SAP HANA2%
Azure Cosmos DB1%
Copilot Studio4%
Dynatrace1%
Glide0%
Kotlin2%
NumPy4%
SAP BTP3%
Scala2%

Questions about the Shell tech stack

What programming languages does Shell use?

The languages named in Shell job postings are SQL (34%), Python (33%), JavaScript (10%), Java (6%), C# (4%), as a share of the 115 postings of the last 12 months.

Does Shell use GSAP?

Yes. GSAP is named in 9 of 115 job postings (8%) and required in 8 of them.

What cloud and platforms does Shell use?

The cloud and platforms named in Shell job postings are Azure (31), Power BI (26), Databricks (17) (postings in brackets).

What skills do you need for a Industrial Engineering job at Shell?

Industrial Engineering postings at Shell most often require GSAP (3), Microsoft Excel (3), Power BI (3), AutoCAD (2), out of 16 postings in the last 12 months.

Is the Shell tech stack changing?

No new technology has appeared in Shell job postings in the last six months.

How modern is the Shell tech stack?

Shell scores 76 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 2; legacy ones: 0.

How does Alion know the Shell tech stack?

Alion reads every job posting Shell publishes and tags the technologies each one names. The figures on this page count the 115 postings of the last 12 months and were updated on Nov 10, 2026.

Method and citation

Alion reads every job posting the company publishes and tags the technologies each one names. Shares count the postings of the last 12 months, open and closed; the company's own products are counted apart. How we count

Alion, "Shell tech stack: 139 technologies from 115 job postings", as of Nov 10, 2026. https://alion.io/company/shell/technologies

Licence: CC BY-SA 4.0JSON